Data Science

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About Course

Unlock your career potential with Vidhun LEarnify’s 4-Month Data Science Training Program, Featuring 4 Live Classes Every Week & a Doubt Session Day.

Data Science is a rapidly growing field that combines statistics, computer science, & domain expertise to extract insights from data. With the increasing use of big data & analytics in industries, Data Science has become a highly demanded skillset. By mastering Data Science, you’ll be able to make informed decisions, drive business growth, & stay ahead of the competition.

Our 4-Month Data Science Training Program is designed to equip you with the skills & knowledge needed to succeed in this field as you’ll Gain Hands-on Experience With Real-world Projects, Mentorship From Industry Experts, & Invaluable Insights Into The Latest Industry Trends. Upon completion, receive Multiple Certifications & A Guaranteed Internship At Our Partner Companies.

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What Will You Learn?

  • 1. Data Analysis Skills: Learn to analyze and interpret complex datasets using statistical methods and tools.
  • 2. Machine Learning Expertise: Gain hands-on experience with machine learning algorithms to build predictive models.
  • 3. Data Visualization: Master techniques for visualizing data insights and communicating findings effectively.
  • 4. Programming Proficiency: Develop strong programming skills in Python, R, and other data science tools.
  • 5. Real-World Applications: Apply data science techniques to solve practical problems in various industries.

Course Content

WEEK- 1
Intro to Python Data Visualization using Python

WEEK- 2
Python for DS EDA (PROJECT - 1)

WEEK- 3
Basic SQL (PROJECT - 2) Advanced SQL

WEEK- 4
Lending case study ( PROJECT - 3 )

WEEK- 5
Inferential Stats + Hypothesis Testing

WEEK- 6
Linear Regression Module

WEEK- 7
Linear Regression Assignment: Bike sharing company (PROJECT - 4)

WEEK- 8
Logistic Regression Naive Bayes + SVM (optional) Model Selection Buffer

WEEK- 9
Advanced Regression

WEEK- 10
Tree Models

WEEK- 11
Random Forests + Practical Considerations Boosting

WEEK- 12
Unsupervised Clustering PCA Telecom Churn Case Study (Project -5 ) Buffer

WEEK- 13
Introduction to Neural Networks - Part 1 Introduction to Neural Networks - Part 2

WEEK- 14
Convolutional Neural Networks Assignment: Convolutional Neural Networks Recurrent Neural Networks Gesture Recognition - ( Project 6) Buffer Exam Week

WEEK- 15
NLP - Lexical Processing NLP - Syntactic Processing NLP Assignment - Syntactic Processing

WEEK- 16
NLP - Semantic Processing NLP Semantic Processing Ticket classification (Project -7) Buffer

Additional Projects
Generative Al Elective Working with ChatGPT APIs ( 2 projects in this domain) CAPSTONE ( 2 projects on Deployment)

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